Monitoring of the power system load margin based on a machine learning technique

MEC Bento - Electrical Engineering, 2022 - Springer
The voltage stability margin is an important load margin measure used in power system
operating centers to prevent a voltage collapse. However, oscillatory problems that arise …

A method for monitoring the load margin of power systems under load growth variations

MEC Bento - Sustainable Energy, Grids and Networks, 2022 - Elsevier
The load margin is an important safety measure used in operation centers to assess the
voltage stability of power systems. Usually this measure is calculated considering a single …

Load margin assessment of power systems using artificial neural network and genetic algorithms

MEC Bento - IFAC-PapersOnLine, 2022 - Elsevier
The power system load margin is an index that provides information on how far the system is
from a case of instability. Usually, this load margin is calculated considering voltage stability …

Fast prediction of loadability margins using neural networks to approximate security boundaries of power systems

X Gu, CA Cañizares - IET Generation, Transmission & Distribution, 2007 - IET
Determining loadability margins to various security limits is of great importance for the
secure operation of a power system, especially in the current deregulated environment …

Online monitoring of voltage stability margin using an artificial neural network

DQ Zhou, UD Annakkage… - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
In this paper, an artificial neural network (ANN) based method is developed for quickly
estimating the long-term voltage stability margin. The investigation presented in the paper …

Online voltage stability assessment of load centers by using neural networks

D Salatino, R Sbrizzai, M Trovato, M La Scala - Electric power systems …, 1995 - Elsevier
This paper presents a neural network based method for evaluating online voltage stability
conditions for a selected load center of an electric power system. Starting with a dynamic …

Voltage stability assessment of multi-machine power systems using energy function and neural networks techniques

AY Abdelaziz, MM Abu-Elnaga… - Electric power …, 2006 - Taylor & Francis
Voltage stability problems have been one of the major concerns for electric utilities as a
result of heavy loading of power system. Steady state voltage stability analysis is effectively …

A neural network-based method for voltage security monitoring

M La Scala, M Trovato, F Torelli - IEEE Transactions on Power …, 1996 - ieeexplore.ieee.org
In this paper, a neural network-based method is proposed for monitoring the online voltage
security of electric power systems. Using a dynamic model of the system, voltage stability is …

Evaluation for voltage stability indices in power system using artificial neural network

HH Goh, QS Chua, SW Lee, BC Kok, KC Goh… - Procedia …, 2015 - Elsevier
At present, the evaluation of voltage stability assessment experiences sizeable anxiety in the
safe operation of power systems. This is due to the complications of a strain power system …

Dynamic voltage security assessment by a neural network based method

N Amjady - Electric Power Systems Research, 2003 - Elsevier
The voltage security problem is an indispensable aspect of power system security. Voltage
stability limits constrain the loading capabilities of power systems. In recent years, some …